Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 20336 |
| Missing cells | 222441 |
| Missing cells (%) | 24.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.8 MiB |
| Average record size in memory | 352.0 B |
Variable types
| Numeric | 38 |
|---|---|
| Unsupported | 1 |
| Categorical | 5 |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with HCO3 | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 and 2 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 1 other fields | High correlation |
pH is highly correlated with BaseExcess | High correlation |
PaCO2 is highly correlated with BaseExcess and 1 other fields | High correlation |
BUN is highly correlated with Creatinine and 1 other fields | High correlation |
Creatinine is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Phosphate is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess | High correlation |
pH is highly correlated with BaseExcess | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Temp has 235 (1.2%) missing values | Missing |
SBP has 258 (1.3%) missing values | Missing |
DBP has 7384 (36.3%) missing values | Missing |
EtCO2 has 20336 (100.0%) missing values | Missing |
BaseExcess has 7684 (37.8%) missing values | Missing |
HCO3 has 535 (2.6%) missing values | Missing |
FiO2 has 8349 (41.1%) missing values | Missing |
pH has 7155 (35.2%) missing values | Missing |
PaCO2 has 7759 (38.2%) missing values | Missing |
SaO2 has 12373 (60.8%) missing values | Missing |
AST has 14443 (71.0%) missing values | Missing |
BUN has 427 (2.1%) missing values | Missing |
Alkalinephos has 14633 (72.0%) missing values | Missing |
Calcium has 3789 (18.6%) missing values | Missing |
Chloride has 542 (2.7%) missing values | Missing |
Creatinine has 461 (2.3%) missing values | Missing |
Bilirubin_direct has 19750 (97.1%) missing values | Missing |
Glucose has 407 (2.0%) missing values | Missing |
Lactate has 12603 (62.0%) missing values | Missing |
Magnesium has 1388 (6.8%) missing values | Missing |
Phosphate has 3650 (17.9%) missing values | Missing |
Potassium has 433 (2.1%) missing values | Missing |
Bilirubin_total has 14566 (71.6%) missing values | Missing |
TroponinI has 19847 (97.6%) missing values | Missing |
Hct has 364 (1.8%) missing values | Missing |
Hgb has 507 (2.5%) missing values | Missing |
PTT has 4496 (22.1%) missing values | Missing |
WBC has 625 (3.1%) missing values | Missing |
Fibrinogen has 17769 (87.4%) missing values | Missing |
Platelets has 585 (2.9%) missing values | Missing |
Unit1 has 9522 (46.8%) missing values | Missing |
Unit2 has 9522 (46.8%) missing values | Missing |
ICULOS is highly skewed (γ1 = 59.42175818) | Skewed |
PatientID has unique values | Unique |
EtCO2 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
BaseExcess has 2278 (11.2%) zeros | Zeros |
Reproduction
| Analysis started | 2021-11-29 10:22:59.380060 |
|---|---|
| Analysis finished | 2021-11-29 10:23:08.936084 |
| Duration | 9.56 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
| Distinct | 20336 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10173.60651 |
| Minimum | 1 |
|---|---|
| Maximum | 20643 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1017.75 |
| Q1 | 5084.75 |
| median | 10168.5 |
| Q3 | 15252.25 |
| 95-th percentile | 19320.25 |
| Maximum | 20643 |
| Range | 20642 |
| Interquartile range (IQR) | 10167.5 |
Descriptive statistics
| Standard deviation | 5879.461518 |
|---|---|
| Coefficient of variation (CV) | 0.5779132024 |
| Kurtosis | -1.192915145 |
| Mean | 10173.60651 |
| Median Absolute Deviation (MAD) | 5084 |
| Skewness | 0.005160825078 |
| Sum | 206890462 |
| Variance | 34568067.75 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 13556 | 1 | < 0.1% |
| 13563 | 1 | < 0.1% |
| 13562 | 1 | < 0.1% |
| 13561 | 1 | < 0.1% |
| 13560 | 1 | < 0.1% |
| 13559 | 1 | < 0.1% |
| 13558 | 1 | < 0.1% |
| 13557 | 1 | < 0.1% |
| 13555 | 1 | < 0.1% |
| Other values (20326) | 20326 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 20643 | 1 | |
| 20642 | 1 | |
| 20641 | 1 | |
| 20640 | 1 | |
| 20639 | 1 | |
| 20638 | 1 | |
| 20637 | 1 | |
| 20636 | 1 | |
| 20635 | 1 | |
| 20634 | 1 |
HR
Real number (ℝ≥0)
| Distinct | 193 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.85490534 |
| Minimum | 20 |
|---|---|
| Maximum | 144 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 60 |
| median | 69 |
| Q3 | 78 |
| 95-th percentile | 93 |
| Maximum | 144 |
| Range | 124 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 13.47874653 |
|---|---|
| Coefficient of variation (CV) | 0.1929534722 |
| Kurtosis | 0.576808424 |
| Mean | 69.85490534 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.3800833214 |
| Sum | 1420499.5 |
| Variance | 181.6766081 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 731 | 3.6% |
| 70 | 710 | 3.5% |
| 68 | 604 | 3.0% |
| 67 | 584 | 2.9% |
| 65 | 559 | 2.7% |
| 63 | 550 | 2.7% |
| 72 | 548 | 2.7% |
| 75 | 543 | 2.7% |
| 66 | 542 | 2.7% |
| 64 | 539 | 2.7% |
| Other values (183) | 14425 |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 22 | 2 | |
| 23 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 25 | 3 | |
| 26 | 1 | < 0.1% |
| 27 | 3 | |
| 27.5 | 1 | < 0.1% |
| 28 | 3 |
| Value | Count | Frequency (%) |
| 144 | 1 | |
| 140 | 1 | |
| 137 | 1 | |
| 135 | 1 | |
| 134.5 | 1 | |
| 133 | 2 | |
| 130 | 1 | |
| 129 | 1 | |
| 127 | 2 | |
| 126 | 2 |
O2Sat
Real number (ℝ≥0)
| Distinct | 127 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 12 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91.99768746 |
| Minimum | 20 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 83 |
| Q1 | 91 |
| median | 93 |
| Q3 | 95 |
| 95-th percentile | 98 |
| Maximum | 100 |
| Range | 80 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 6.722424054 |
|---|---|
| Coefficient of variation (CV) | 0.07307166342 |
| Kurtosis | 34.1866847 |
| Mean | 91.99768746 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -4.824982492 |
| Sum | 1869761 |
| Variance | 45.19098516 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 94 | 2694 | |
| 93 | 2566 | |
| 95 | 2335 | |
| 92 | 2206 | |
| 96 | 1734 | |
| 91 | 1478 | 7.3% |
| 97 | 1112 | 5.5% |
| 90 | 1043 | 5.1% |
| 98 | 668 | 3.3% |
| 89 | 625 | 3.1% |
| Other values (117) | 3863 |
| Value | Count | Frequency (%) |
| 20 | 2 | < 0.1% |
| 21 | 2 | < 0.1% |
| 22 | 5 | |
| 23 | 2 | < 0.1% |
| 24 | 2 | < 0.1% |
| 25 | 3 | |
| 26 | 4 | |
| 27 | 5 | |
| 28 | 6 | |
| 29 | 3 |
| Value | Count | Frequency (%) |
| 100 | 166 | 0.8% |
| 99.5 | 15 | 0.1% |
| 99 | 317 | 1.6% |
| 98.5 | 27 | 0.1% |
| 98 | 668 | 3.3% |
| 97.5 | 41 | 0.2% |
| 97 | 1112 | |
| 96.5 | 74 | 0.4% |
| 96 | 1734 | |
| 95.5 | 88 | 0.4% |
| Distinct | 301 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 235 |
| Missing (%) | 1.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.06567633 |
| Minimum | 20.9 |
|---|---|
| Maximum | 39.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 20.9 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 35.67 |
| median | 36.11 |
| Q3 | 36.5 |
| 95-th percentile | 37.11 |
| Maximum | 39.33 |
| Range | 18.43 |
| Interquartile range (IQR) | 0.83 |
Descriptive statistics
| Standard deviation | 0.7491865947 |
|---|---|
| Coefficient of variation (CV) | 0.02077284196 |
| Kurtosis | 36.72512892 |
| Mean | 36.06567633 |
| Median Absolute Deviation (MAD) | 0.41 |
| Skewness | -2.815209632 |
| Sum | 724956.16 |
| Variance | 0.5612805537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.11 | 1168 | 5.7% |
| 35.56 | 850 | 4.2% |
| 36 | 750 | 3.7% |
| 36.17 | 632 | 3.1% |
| 36.44 | 628 | 3.1% |
| 36.67 | 596 | 2.9% |
| 36.22 | 591 | 2.9% |
| 36.56 | 586 | 2.9% |
| 35.83 | 584 | 2.9% |
| 36.28 | 578 | 2.8% |
| Other values (291) | 13138 |
| Value | Count | Frequency (%) |
| 20.9 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 23.6 | 1 | < 0.1% |
| 26.6 | 1 | < 0.1% |
| 26.67 | 5 | |
| 28 | 1 | < 0.1% |
| 29.6 | 1 | < 0.1% |
| 29.61 | 1 | < 0.1% |
| 29.8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 39.33 | 1 | |
| 39.17 | 1 | |
| 39.11 | 1 | |
| 38.89 | 1 | |
| 38.83 | 1 | |
| 38.78 | 1 | |
| 38.67 | 1 | |
| 38.61 | 2 | |
| 38.56 | 2 | |
| 38.5 | 1 |
| Distinct | 357 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 258 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.49430421 |
| Minimum | 22 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 74 |
| Q1 | 86 |
| median | 93.875 |
| Q3 | 103.5 |
| 95-th percentile | 123 |
| Maximum | 190 |
| Range | 168 |
| Interquartile range (IQR) | 17.5 |
Descriptive statistics
| Standard deviation | 15.27570332 |
|---|---|
| Coefficient of variation (CV) | 0.1599645492 |
| Kurtosis | 2.112483679 |
| Mean | 95.49430421 |
| Median Absolute Deviation (MAD) | 8.375 |
| Skewness | 0.5256272955 |
| Sum | 1917334.64 |
| Variance | 233.347112 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 794 | 3.9% |
| 91 | 695 | 3.4% |
| 92 | 641 | 3.2% |
| 93 | 630 | 3.1% |
| 94 | 606 | 3.0% |
| 95 | 595 | 2.9% |
| 89 | 554 | 2.7% |
| 88 | 530 | 2.6% |
| 97 | 529 | 2.6% |
| 87 | 477 | 2.3% |
| Other values (347) | 14027 |
| Value | Count | Frequency (%) |
| 22 | 1 | |
| 23.5 | 1 | |
| 24 | 1 | |
| 25 | 1 | |
| 26 | 2 | |
| 27 | 1 | |
| 27.5 | 1 | |
| 28 | 2 | |
| 29 | 2 | |
| 30 | 1 |
| Value | Count | Frequency (%) |
| 190 | 1 | |
| 187 | 1 | |
| 181 | 1 | |
| 180 | 2 | |
| 178.5 | 1 | |
| 176 | 1 | |
| 174 | 1 | |
| 172 | 1 | |
| 170 | 2 | |
| 169 | 1 |
| Distinct | 399 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.455898 |
| Minimum | 20 |
|---|---|
| Maximum | 125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 43.67 |
| Q1 | 54 |
| median | 60 |
| Q3 | 66.67 |
| 95-th percentile | 79 |
| Maximum | 125 |
| Range | 105 |
| Interquartile range (IQR) | 12.67 |
Descriptive statistics
| Standard deviation | 11.0197621 |
|---|---|
| Coefficient of variation (CV) | 0.1822777011 |
| Kurtosis | 1.542480159 |
| Mean | 60.455898 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.1463582959 |
| Sum | 1229310.23 |
| Variance | 121.4351568 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 717 | 3.5% |
| 59 | 683 | 3.4% |
| 61 | 666 | 3.3% |
| 57 | 654 | 3.2% |
| 58 | 650 | 3.2% |
| 62 | 611 | 3.0% |
| 63 | 609 | 3.0% |
| 56 | 570 | 2.8% |
| 64 | 547 | 2.7% |
| 55 | 545 | 2.7% |
| Other values (389) | 14082 |
| Value | Count | Frequency (%) |
| 20 | 19 | |
| 20.33 | 1 | < 0.1% |
| 20.5 | 2 | < 0.1% |
| 21 | 7 | < 0.1% |
| 21.33 | 1 | < 0.1% |
| 21.5 | 1 | < 0.1% |
| 22 | 15 | |
| 22.5 | 3 | < 0.1% |
| 23 | 12 | |
| 23.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 125 | 1 | |
| 119.5 | 1 | |
| 118 | 1 | |
| 117 | 1 | |
| 116 | 1 | |
| 115.5 | 1 | |
| 114.67 | 1 | |
| 114.33 | 1 | |
| 112.67 | 1 | |
| 111.67 | 1 |
| Distinct | 172 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 7384 |
| Missing (%) | 36.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.79153799 |
| Minimum | 20 |
|---|---|
| Maximum | 134 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 42 |
| median | 47 |
| Q3 | 53 |
| 95-th percentile | 65 |
| Maximum | 134 |
| Range | 114 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 9.714343907 |
|---|---|
| Coefficient of variation (CV) | 0.2032649359 |
| Kurtosis | 2.265192247 |
| Mean | 47.79153799 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.7682855006 |
| Sum | 618996 |
| Variance | 94.36847754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 44 | 598 | 2.9% |
| 48 | 576 | 2.8% |
| 46 | 575 | 2.8% |
| 45 | 567 | 2.8% |
| 47 | 565 | 2.8% |
| 43 | 538 | 2.6% |
| 50 | 531 | 2.6% |
| 49 | 521 | 2.6% |
| 42 | 488 | 2.4% |
| 41 | 452 | 2.2% |
| Other values (162) | 7541 | |
| (Missing) | 7384 |
| Value | Count | Frequency (%) |
| 20 | 12 | |
| 20.5 | 1 | < 0.1% |
| 21 | 5 | < 0.1% |
| 21.5 | 1 | < 0.1% |
| 22 | 10 | |
| 22.5 | 1 | < 0.1% |
| 23 | 19 | |
| 23.25 | 1 | < 0.1% |
| 24 | 14 | |
| 24.5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 134 | 1 | |
| 117 | 1 | |
| 108 | 1 | |
| 105 | 1 | |
| 100.5 | 1 | |
| 98 | 1 | |
| 97 | 1 | |
| 96 | 1 | |
| 95 | 2 | |
| 94.5 | 1 |
Resp
Real number (ℝ≥0)
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 28 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.03610597 |
| Minimum | 1 |
|---|---|
| Maximum | 33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 10 |
| median | 12 |
| Q3 | 14 |
| 95-th percentile | 18 |
| Maximum | 33 |
| Range | 32 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.440104721 |
|---|---|
| Coefficient of variation (CV) | 0.2858154232 |
| Kurtosis | 1.296419962 |
| Mean | 12.03610597 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.4076623679 |
| Sum | 244429.24 |
| Variance | 11.83432049 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 2942 | |
| 10 | 2611 | |
| 14 | 2085 | |
| 11 | 2029 | |
| 13 | 1785 | |
| 9 | 1375 | 6.8% |
| 15 | 1144 | 5.6% |
| 8 | 1076 | 5.3% |
| 16 | 1024 | 5.0% |
| 7 | 595 | 2.9% |
| Other values (72) | 3642 |
| Value | Count | Frequency (%) |
| 1 | 19 | 0.1% |
| 2 | 51 | 0.3% |
| 2.5 | 1 | < 0.1% |
| 3 | 100 | |
| 3.5 | 3 | < 0.1% |
| 3.84 | 1 | < 0.1% |
| 4 | 124 | |
| 4.5 | 2 | < 0.1% |
| 5 | 177 | |
| 5.25 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 33 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 30 | 2 | < 0.1% |
| 29 | 2 | < 0.1% |
| 28.5 | 1 | < 0.1% |
| 28 | 10 | |
| 27 | 5 | < 0.1% |
| 26.5 | 1 | < 0.1% |
| 26 | 16 | |
| 25.5 | 1 | < 0.1% |
| Distinct | 85 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 7684 |
| Missing (%) | 37.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.297344293 |
| Minimum | -32 |
|---|---|
| Maximum | 25 |
| Zeros | 2278 |
| Zeros (%) | 11.2% |
| Negative | 8125 |
| Negative (%) | 40.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | -32 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -4.5 |
| median | -2 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 25 |
| Range | 57 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 4.570432573 |
|---|---|
| Coefficient of variation (CV) | -1.989441716 |
| Kurtosis | 4.146076782 |
| Mean | -2.297344293 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.6375875951 |
| Sum | -29066 |
| Variance | 20.88885391 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2278 | 11.2% |
| -2 | 1337 | 6.6% |
| -3 | 1254 | 6.2% |
| -1 | 1240 | 6.1% |
| -4 | 1009 | 5.0% |
| -5 | 823 | 4.0% |
| -6 | 614 | 3.0% |
| 1 | 586 | 2.9% |
| 2 | 455 | 2.2% |
| -7 | 422 | 2.1% |
| Other values (75) | 2634 | 13.0% |
| (Missing) | 7684 |
| Value | Count | Frequency (%) |
| -32 | 1 | < 0.1% |
| -30 | 1 | < 0.1% |
| -29 | 2 | < 0.1% |
| -28 | 2 | < 0.1% |
| -27 | 5 | |
| -26.5 | 1 | < 0.1% |
| -26 | 4 | |
| -25.5 | 1 | < 0.1% |
| -25 | 7 | |
| -24 | 9 |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | < 0.1% |
| 18 | 3 | < 0.1% |
| 17 | 5 | |
| 16 | 10 | |
| 15 | 5 | |
| 14 | 8 |
| Distinct | 57 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 535 |
| Missing (%) | 2.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.17581183 |
| Minimum | 0 |
|---|---|
| Maximum | 53 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 21 |
| median | 23 |
| Q3 | 26 |
| 95-th percentile | 30 |
| Maximum | 53 |
| Range | 53 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.273794163 |
|---|---|
| Coefficient of variation (CV) | 0.1844075277 |
| Kurtosis | 2.619759907 |
| Mean | 23.17581183 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.04733510069 |
| Sum | 458904.25 |
| Variance | 18.26531654 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 2384 | |
| 23 | 2362 | |
| 22 | 2120 | |
| 25 | 1993 | |
| 21 | 1625 | |
| 26 | 1589 | |
| 20 | 1250 | 6.1% |
| 27 | 1146 | 5.6% |
| 19 | 894 | 4.4% |
| 28 | 711 | 3.5% |
| Other values (47) | 3727 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 5 | 10 | < 0.1% |
| 6 | 17 | 0.1% |
| 7 | 9 | < 0.1% |
| 8 | 31 | 0.2% |
| 9 | 31 | 0.2% |
| 10 | 50 | |
| 10.5 | 1 | < 0.1% |
| 11 | 63 | |
| 12 | 83 |
| Value | Count | Frequency (%) |
| 53 | 1 | < 0.1% |
| 50 | 2 | < 0.1% |
| 47 | 2 | < 0.1% |
| 46 | 2 | < 0.1% |
| 45 | 4 | < 0.1% |
| 44 | 4 | < 0.1% |
| 43 | 7 | < 0.1% |
| 42 | 9 | |
| 41 | 8 | |
| 40 | 18 |
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 8349 |
| Missing (%) | 41.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4424851923 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 64 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.4 |
| median | 0.4 |
| Q3 | 0.5 |
| 95-th percentile | 0.7 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.162033493 |
|---|---|
| Coefficient of variation (CV) | 0.3661896393 |
| Kurtosis | 1012.647919 |
| Mean | 0.4424851923 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 18.14424911 |
| Sum | 5304.07 |
| Variance | 0.02625485284 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4 | 5904 | |
| 0.5 | 3221 | 15.8% |
| 0.35 | 904 | 4.4% |
| 0.3 | 368 | 1.8% |
| 1 | 312 | 1.5% |
| 0.6 | 283 | 1.4% |
| 0.7 | 178 | 0.9% |
| 0.45 | 122 | 0.6% |
| 0.21 | 95 | 0.5% |
| 0 | 64 | 0.3% |
| Other values (58) | 536 | 2.6% |
| (Missing) | 8349 |
| Value | Count | Frequency (%) |
| 0 | 64 | |
| 0.02 | 33 | |
| 0.03 | 22 | 0.1% |
| 0.04 | 46 | |
| 0.05 | 11 | 0.1% |
| 0.06 | 2 | < 0.1% |
| 0.08 | 3 | < 0.1% |
| 0.1 | 3 | < 0.1% |
| 0.11 | 2 | < 0.1% |
| 0.12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 1 | 312 | |
| 0.99 | 3 | < 0.1% |
| 0.98 | 6 | < 0.1% |
| 0.96 | 2 | < 0.1% |
| 0.95 | 39 | 0.2% |
| 0.94 | 1 | < 0.1% |
| 0.93 | 1 | < 0.1% |
| 0.92 | 1 | < 0.1% |
| 0.91 | 2 | < 0.1% |
| Distinct | 84 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 7155 |
| Missing (%) | 35.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.335895607 |
| Minimum | 6.62 |
|---|---|
| Maximum | 7.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 6.62 |
|---|---|
| 5-th percentile | 7.2 |
| Q1 | 7.3 |
| median | 7.34 |
| Q3 | 7.39 |
| 95-th percentile | 7.45 |
| Maximum | 7.73 |
| Range | 1.11 |
| Interquartile range (IQR) | 0.09 |
Descriptive statistics
| Standard deviation | 0.08094798361 |
|---|---|
| Coefficient of variation (CV) | 0.01103450593 |
| Kurtosis | 4.900062879 |
| Mean | 7.335895607 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | -1.212676517 |
| Sum | 96694.44 |
| Variance | 0.006552576051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.36 | 819 | 4.0% |
| 7.35 | 798 | 3.9% |
| 7.34 | 797 | 3.9% |
| 7.32 | 758 | 3.7% |
| 7.37 | 746 | 3.7% |
| 7.33 | 744 | 3.7% |
| 7.31 | 667 | 3.3% |
| 7.38 | 662 | 3.3% |
| 7.4 | 597 | 2.9% |
| 7.39 | 579 | 2.8% |
| Other values (74) | 6014 | |
| (Missing) | 7155 |
| Value | Count | Frequency (%) |
| 6.62 | 1 | < 0.1% |
| 6.63 | 1 | < 0.1% |
| 6.65 | 1 | < 0.1% |
| 6.78 | 1 | < 0.1% |
| 6.79 | 1 | < 0.1% |
| 6.81 | 1 | < 0.1% |
| 6.82 | 3 | |
| 6.85 | 3 | |
| 6.86 | 5 | |
| 6.87 | 3 |
| Value | Count | Frequency (%) |
| 7.73 | 1 | < 0.1% |
| 7.66 | 1 | < 0.1% |
| 7.63 | 1 | < 0.1% |
| 7.59 | 1 | < 0.1% |
| 7.57 | 1 | < 0.1% |
| 7.56 | 2 | < 0.1% |
| 7.55 | 8 | < 0.1% |
| 7.54 | 6 | < 0.1% |
| 7.53 | 13 | |
| 7.52 | 22 |
| Distinct | 117 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 7759 |
| Missing (%) | 38.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.58972728 |
| Minimum | 10 |
|---|---|
| Maximum | 95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 32 |
| median | 36 |
| Q3 | 40 |
| 95-th percentile | 49 |
| Maximum | 95 |
| Range | 85 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.834064984 |
|---|---|
| Coefficient of variation (CV) | 0.2141055855 |
| Kurtosis | 5.448878524 |
| Mean | 36.58972728 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.335619828 |
| Sum | 460189 |
| Variance | 61.37257417 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 817 | 4.0% |
| 35 | 785 | 3.9% |
| 34 | 781 | 3.8% |
| 37 | 759 | 3.7% |
| 38 | 750 | 3.7% |
| 33 | 711 | 3.5% |
| 32 | 703 | 3.5% |
| 39 | 605 | 3.0% |
| 31 | 592 | 2.9% |
| 40 | 589 | 2.9% |
| Other values (107) | 5485 | |
| (Missing) | 7759 |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 14 | 4 | < 0.1% |
| 15 | 6 | < 0.1% |
| 16 | 10 | |
| 16.5 | 1 | < 0.1% |
| 17 | 14 | |
| 18 | 15 |
| Value | Count | Frequency (%) |
| 95 | 1 | < 0.1% |
| 94 | 2 | |
| 93 | 1 | < 0.1% |
| 89.5 | 1 | < 0.1% |
| 89 | 1 | < 0.1% |
| 88 | 1 | < 0.1% |
| 87 | 2 | |
| 86 | 3 | |
| 85 | 2 | |
| 84 | 2 |
| Distinct | 116 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 12373 |
| Missing (%) | 60.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.27638453 |
| Minimum | 24 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 54 |
| Q1 | 71 |
| median | 94 |
| Q3 | 97 |
| 95-th percentile | 98 |
| Maximum | 100 |
| Range | 76 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 16.0983399 |
|---|---|
| Coefficient of variation (CV) | 0.1910183973 |
| Kurtosis | -0.4464067556 |
| Mean | 84.27638453 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.9075627908 |
| Sum | 671092.85 |
| Variance | 259.1565476 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 1307 | 6.4% |
| 97 | 1045 | 5.1% |
| 96 | 689 | 3.4% |
| 95 | 404 | 2.0% |
| 94 | 319 | 1.6% |
| 99 | 309 | 1.5% |
| 93 | 195 | 1.0% |
| 92 | 140 | 0.7% |
| 63 | 128 | 0.6% |
| 67 | 120 | 0.6% |
| Other values (106) | 3307 | 16.3% |
| (Missing) | 12373 |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 27 | 2 | |
| 28 | 1 | < 0.1% |
| 29 | 3 | |
| 30 | 4 | |
| 31 | 1 | < 0.1% |
| 32 | 2 | |
| 33 | 1 | < 0.1% |
| 33.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 18 | 0.1% |
| 99 | 309 | 1.5% |
| 98.5 | 2 | < 0.1% |
| 98 | 1307 | |
| 97.5 | 9 | < 0.1% |
| 97 | 1045 | |
| 96.5 | 8 | < 0.1% |
| 96 | 689 | |
| 95.5 | 6 | < 0.1% |
| 95.4 | 1 | < 0.1% |
| Distinct | 653 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 14443 |
| Missing (%) | 71.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 134.0123027 |
| Minimum | 3 |
|---|---|
| Maximum | 9210 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 22 |
| median | 39 |
| Q3 | 86 |
| 95-th percentile | 458.8 |
| Maximum | 9210 |
| Range | 9207 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 434.3887697 |
|---|---|
| Coefficient of variation (CV) | 3.241409638 |
| Kurtosis | 136.1199603 |
| Mean | 134.0123027 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 10.11325823 |
| Sum | 789734.5 |
| Variance | 188693.6033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 162 | 0.8% |
| 18 | 151 | 0.7% |
| 19 | 142 | 0.7% |
| 24 | 139 | 0.7% |
| 16 | 133 | 0.7% |
| 23 | 127 | 0.6% |
| 15 | 126 | 0.6% |
| 21 | 123 | 0.6% |
| 20 | 122 | 0.6% |
| 22 | 122 | 0.6% |
| Other values (643) | 4546 | 22.4% |
| (Missing) | 14443 |
| Value | Count | Frequency (%) |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 5.5 | 1 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 6 | < 0.1% |
| 8 | 18 | 0.1% |
| 9 | 20 | 0.1% |
| 10 | 42 | |
| 11 | 55 |
| Value | Count | Frequency (%) |
| 9210 | 1 | |
| 8591 | 1 | |
| 7174 | 1 | |
| 6884 | 1 | |
| 6713 | 1 | |
| 6000 | 1 | |
| 5897 | 1 | |
| 5435 | 1 | |
| 5359 | 1 | |
| 5331 | 1 |
| Distinct | 154 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 427 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.25654227 |
| Minimum | 1 |
|---|---|
| Maximum | 184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 11 |
| median | 15 |
| Q3 | 23 |
| 95-th percentile | 54 |
| Maximum | 184 |
| Range | 183 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 16.83914067 |
|---|---|
| Coefficient of variation (CV) | 0.8312939322 |
| Kurtosis | 10.91226427 |
| Mean | 20.25654227 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.789987005 |
| Sum | 403287.5 |
| Variance | 283.5566586 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 1143 | 5.6% |
| 12 | 1115 | 5.5% |
| 13 | 1106 | 5.4% |
| 14 | 1080 | 5.3% |
| 10 | 1076 | 5.3% |
| 9 | 992 | 4.9% |
| 15 | 965 | 4.7% |
| 8 | 829 | 4.1% |
| 16 | 821 | 4.0% |
| 17 | 794 | 3.9% |
| Other values (144) | 9988 |
| Value | Count | Frequency (%) |
| 1 | 10 | < 0.1% |
| 2 | 48 | 0.2% |
| 2.5 | 1 | < 0.1% |
| 3 | 142 | 0.7% |
| 4 | 213 | 1.0% |
| 5 | 385 | 1.9% |
| 6 | 541 | |
| 7 | 734 | |
| 8 | 829 | |
| 9 | 992 |
| Value | Count | Frequency (%) |
| 184 | 1 | |
| 170 | 1 | |
| 169 | 1 | |
| 165 | 1 | |
| 162 | 1 | |
| 160 | 1 | |
| 159 | 1 | |
| 155 | 1 | |
| 149 | 1 | |
| 148 | 1 |
| Distinct | 455 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 14633 |
| Missing (%) | 72.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.7543398 |
| Minimum | 7 |
|---|---|
| Maximum | 3619 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 55 |
| median | 75 |
| Q3 | 110 |
| 95-th percentile | 258.9 |
| Maximum | 3619 |
| Range | 3612 |
| Interquartile range (IQR) | 55 |
Descriptive statistics
| Standard deviation | 123.7548782 |
|---|---|
| Coefficient of variation (CV) | 1.181381873 |
| Kurtosis | 184.422028 |
| Mean | 104.7543398 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 9.984337255 |
| Sum | 597414 |
| Variance | 15315.26988 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 58 | 81 | 0.4% |
| 49 | 79 | 0.4% |
| 55 | 78 | 0.4% |
| 52 | 77 | 0.4% |
| 59 | 76 | 0.4% |
| 72 | 76 | 0.4% |
| 60 | 76 | 0.4% |
| 50 | 75 | 0.4% |
| 56 | 75 | 0.4% |
| 68 | 75 | 0.4% |
| Other values (445) | 4935 | 24.3% |
| (Missing) | 14633 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 2 | |
| 15 | 2 | |
| 16 | 1 | < 0.1% |
| 17 | 2 | |
| 18 | 4 | |
| 19 | 2 |
| Value | Count | Frequency (%) |
| 3619 | 1 | |
| 2528 | 1 | |
| 2101 | 1 | |
| 1919 | 1 | |
| 1776 | 1 | |
| 1669 | 1 | |
| 1437 | 1 | |
| 1436 | 1 | |
| 1165 | 1 | |
| 1155 | 1 |
| Distinct | 92 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 3789 |
| Missing (%) | 18.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.144180214 |
| Minimum | 1.6 |
|---|---|
| Maximum | 15.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 1.6 |
|---|---|
| 5-th percentile | 6.9 |
| Q1 | 7.7 |
| median | 8.2 |
| Q3 | 8.6 |
| 95-th percentile | 9.3 |
| Maximum | 15.7 |
| Range | 14.1 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 0.7700559677 |
|---|---|
| Coefficient of variation (CV) | 0.09455291354 |
| Kurtosis | 3.578194828 |
| Mean | 8.144180214 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.1429625023 |
| Sum | 134761.75 |
| Variance | 0.5929861933 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.3 | 1005 | 4.9% |
| 8.2 | 971 | 4.8% |
| 8.1 | 968 | 4.8% |
| 8.4 | 952 | 4.7% |
| 8.5 | 908 | 4.5% |
| 8 | 885 | 4.4% |
| 7.9 | 854 | 4.2% |
| 8.6 | 852 | 4.2% |
| 7.8 | 779 | 3.8% |
| 7.7 | 763 | 3.8% |
| Other values (82) | 7610 | |
| (Missing) | 3789 |
| Value | Count | Frequency (%) |
| 1.6 | 1 | |
| 2.8 | 2 | |
| 3.5 | 1 | |
| 3.6 | 1 | |
| 3.7 | 1 | |
| 3.9 | 1 | |
| 4.2 | 1 | |
| 4.3 | 2 | |
| 4.5 | 2 | |
| 4.6 | 1 |
| Value | Count | Frequency (%) |
| 15.7 | 1 | |
| 15.4 | 1 | |
| 13.6 | 1 | |
| 13.1 | 1 | |
| 12.9 | 1 | |
| 12.7 | 1 | |
| 12.4 | 2 | |
| 12.2 | 1 | |
| 11.7 | 1 | |
| 11.6 | 1 |
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 542 |
| Missing (%) | 2.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.8362888 |
| Minimum | 26 |
|---|---|
| Maximum | 137 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 95 |
| Q1 | 101 |
| median | 104 |
| Q3 | 107 |
| 95-th percentile | 112 |
| Maximum | 137 |
| Range | 111 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.324223637 |
|---|---|
| Coefficient of variation (CV) | 0.05127517268 |
| Kurtosis | 5.398835036 |
| Mean | 103.8362888 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.6879826935 |
| Sum | 2055335.5 |
| Variance | 28.34735734 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 105 | 1748 | 8.6% |
| 104 | 1687 | 8.3% |
| 106 | 1644 | 8.1% |
| 103 | 1619 | 8.0% |
| 107 | 1480 | 7.3% |
| 102 | 1413 | 6.9% |
| 101 | 1212 | 6.0% |
| 108 | 1178 | 5.8% |
| 100 | 1043 | 5.1% |
| 109 | 997 | 4.9% |
| Other values (61) | 5773 |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 73 | 2 | |
| 74 | 1 | < 0.1% |
| 75 | 3 | |
| 76 | 3 | |
| 78 | 3 |
| Value | Count | Frequency (%) |
| 137 | 1 | < 0.1% |
| 133 | 1 | < 0.1% |
| 132 | 1 | < 0.1% |
| 131 | 1 | < 0.1% |
| 130 | 2 | < 0.1% |
| 129 | 1 | < 0.1% |
| 128 | 2 | < 0.1% |
| 127 | 2 | < 0.1% |
| 125 | 2 | < 0.1% |
| 124 | 6 |
| Distinct | 133 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 461 |
| Missing (%) | 2.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.184792453 |
| Minimum | 0.1 |
|---|---|
| Maximum | 25.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.6 |
| median | 0.8 |
| Q3 | 1.1 |
| 95-th percentile | 3.5 |
| Maximum | 25.1 |
| Range | 25 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 1.28246168 |
|---|---|
| Coefficient of variation (CV) | 1.082435727 |
| Kurtosis | 31.24324077 |
| Mean | 1.184792453 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 4.637918015 |
| Sum | 23547.75 |
| Variance | 1.644707961 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 2837 | |
| 0.8 | 2572 | |
| 0.6 | 2410 | |
| 0.9 | 1898 | |
| 0.5 | 1735 | |
| 1 | 1401 | 6.9% |
| 1.1 | 959 | 4.7% |
| 0.4 | 838 | 4.1% |
| 1.2 | 745 | 3.7% |
| 1.3 | 546 | 2.7% |
| Other values (123) | 3934 | |
| (Missing) | 461 | 2.3% |
| Value | Count | Frequency (%) |
| 0.1 | 18 | 0.1% |
| 0.2 | 68 | 0.3% |
| 0.3 | 255 | 1.3% |
| 0.4 | 838 | 4.1% |
| 0.5 | 1735 | |
| 0.6 | 2410 | |
| 0.7 | 2837 | |
| 0.75 | 2 | < 0.1% |
| 0.8 | 2572 | |
| 0.9 | 1898 |
| Value | Count | Frequency (%) |
| 25.1 | 1 | |
| 17.6 | 1 | |
| 17.3 | 1 | |
| 16.5 | 1 | |
| 15.7 | 1 | |
| 15.6 | 1 | |
| 14.7 | 1 | |
| 14.2 | 1 | |
| 13.8 | 2 | |
| 13.7 | 1 |
| Distinct | 97 |
|---|---|
| Distinct (%) | 16.6% |
| Missing | 19750 |
| Missing (%) | 97.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.391296928 |
| Minimum | 0.1 |
|---|---|
| Maximum | 37.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.4 |
| median | 0.9 |
| Q3 | 2.6 |
| 95-th percentile | 9.425 |
| Maximum | 37.5 |
| Range | 37.4 |
| Interquartile range (IQR) | 2.2 |
Descriptive statistics
| Standard deviation | 4.170667948 |
|---|---|
| Coefficient of variation (CV) | 1.744102917 |
| Kurtosis | 22.4578301 |
| Mean | 2.391296928 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 4.136988138 |
| Sum | 1401.3 |
| Variance | 17.39447114 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2 | 59 | 0.3% |
| 0.1 | 44 | 0.2% |
| 0.4 | 43 | 0.2% |
| 0.3 | 40 | 0.2% |
| 0.5 | 30 | 0.1% |
| 0.6 | 28 | 0.1% |
| 0.7 | 23 | 0.1% |
| 0.8 | 21 | 0.1% |
| 1.1 | 18 | 0.1% |
| 1 | 14 | 0.1% |
| Other values (87) | 266 | 1.3% |
| (Missing) | 19750 |
| Value | Count | Frequency (%) |
| 0.1 | 44 | |
| 0.2 | 59 | |
| 0.3 | 40 | |
| 0.4 | 43 | |
| 0.5 | 30 | |
| 0.6 | 28 | |
| 0.7 | 23 | 0.1% |
| 0.8 | 21 | 0.1% |
| 0.9 | 14 | 0.1% |
| 1 | 14 | 0.1% |
| Value | Count | Frequency (%) |
| 37.5 | 1 | |
| 35 | 1 | |
| 30 | 1 | |
| 22.8 | 1 | |
| 22.2 | 1 | |
| 21.2 | 1 | |
| 21 | 1 | |
| 19.8 | 1 | |
| 19.2 | 1 | |
| 18 | 1 |
| Distinct | 419 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 407 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.2559878 |
| Minimum | 10 |
|---|---|
| Maximum | 666 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 64 |
| Q1 | 87 |
| median | 102 |
| Q3 | 121 |
| 95-th percentile | 165 |
| Maximum | 666 |
| Range | 656 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 35.1406194 |
|---|---|
| Coefficient of variation (CV) | 0.3276331712 |
| Kurtosis | 17.1122498 |
| Mean | 107.2559878 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 2.461324942 |
| Sum | 2137504.58 |
| Variance | 1234.863132 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 370 | 1.8% |
| 97 | 344 | 1.7% |
| 98 | 343 | 1.7% |
| 95 | 334 | 1.6% |
| 88 | 334 | 1.6% |
| 103 | 328 | 1.6% |
| 106 | 323 | 1.6% |
| 90 | 318 | 1.6% |
| 102 | 318 | 1.6% |
| 96 | 318 | 1.6% |
| Other values (409) | 16599 | |
| (Missing) | 407 | 2.0% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 19 | 2 | |
| 21 | 2 | |
| 22 | 1 | < 0.1% |
| 24 | 2 | |
| 25 | 3 |
| Value | Count | Frequency (%) |
| 666 | 1 | |
| 651 | 1 | |
| 563 | 1 | |
| 501 | 1 | |
| 472 | 1 | |
| 434 | 2 | |
| 420 | 1 | |
| 418 | 1 | |
| 415 | 2 | |
| 407 | 1 |
| Distinct | 171 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 12603 |
| Missing (%) | 62.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.679900427 |
| Minimum | 0.2 |
|---|---|
| Maximum | 26.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.7 |
| Q1 | 1 |
| median | 1.3 |
| Q3 | 1.9 |
| 95-th percentile | 3.57 |
| Maximum | 26.9 |
| Range | 26.7 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 1.385789896 |
|---|---|
| Coefficient of variation (CV) | 0.8249238309 |
| Kurtosis | 55.27437723 |
| Mean | 1.679900427 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 5.854482183 |
| Sum | 12990.67 |
| Variance | 1.920413635 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 620 | 3.0% |
| 0.9 | 588 | 2.9% |
| 1.2 | 573 | 2.8% |
| 1.1 | 545 | 2.7% |
| 1.3 | 508 | 2.5% |
| 0.8 | 482 | 2.4% |
| 1.4 | 471 | 2.3% |
| 1.6 | 393 | 1.9% |
| 1.5 | 380 | 1.9% |
| 1.7 | 302 | 1.5% |
| Other values (161) | 2871 | 14.1% |
| (Missing) | 12603 |
| Value | Count | Frequency (%) |
| 0.2 | 1 | < 0.1% |
| 0.3 | 5 | < 0.1% |
| 0.37 | 1 | < 0.1% |
| 0.4 | 18 | 0.1% |
| 0.5 | 50 | 0.2% |
| 0.55 | 1 | < 0.1% |
| 0.6 | 166 | |
| 0.7 | 299 | |
| 0.73 | 1 | < 0.1% |
| 0.75 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.9 | 1 | |
| 22.4 | 1 | |
| 17.8 | 1 | |
| 17.5 | 1 | |
| 17.4 | 1 | |
| 16.75 | 1 | |
| 16.7 | 1 | |
| 16.4 | 2 | |
| 15.4 | 2 | |
| 15.3 | 1 |
| Distinct | 47 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1388 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.864042643 |
| Minimum | 0.2 |
|---|---|
| Maximum | 8.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 1.4 |
| Q1 | 1.7 |
| median | 1.8 |
| Q3 | 2 |
| 95-th percentile | 2.4 |
| Maximum | 8.2 |
| Range | 8 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.3432759491 |
|---|---|
| Coefficient of variation (CV) | 0.1841567039 |
| Kurtosis | 12.96717616 |
| Mean | 1.864042643 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 1.286745587 |
| Sum | 35319.88 |
| Variance | 0.1178383772 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.8 | 2691 | |
| 1.9 | 2565 | |
| 1.7 | 2362 | |
| 2 | 2041 | |
| 1.6 | 1757 | |
| 2.1 | 1539 | |
| 1.5 | 1189 | |
| 2.2 | 1075 | 5.3% |
| 1.4 | 728 | 3.6% |
| 2.3 | 718 | 3.5% |
| Other values (37) | 2283 | |
| (Missing) | 1388 |
| Value | Count | Frequency (%) |
| 0.2 | 1 | < 0.1% |
| 0.7 | 5 | < 0.1% |
| 0.8 | 7 | < 0.1% |
| 0.9 | 25 | 0.1% |
| 1 | 78 | 0.4% |
| 1.1 | 129 | 0.6% |
| 1.14 | 1 | < 0.1% |
| 1.2 | 249 | 1.2% |
| 1.3 | 430 | |
| 1.4 | 728 |
| Value | Count | Frequency (%) |
| 8.2 | 1 | < 0.1% |
| 6.5 | 2 | < 0.1% |
| 6.2 | 1 | < 0.1% |
| 4.6 | 1 | < 0.1% |
| 4.5 | 1 | < 0.1% |
| 4.2 | 1 | < 0.1% |
| 4.1 | 2 | < 0.1% |
| 4 | 3 | |
| 3.8 | 1 | < 0.1% |
| 3.7 | 5 |
| Distinct | 114 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 3650 |
| Missing (%) | 17.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.207590195 |
| Minimum | 0.2 |
|---|---|
| Maximum | 13.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 2.4 |
| median | 3.1 |
| Q3 | 3.8 |
| 95-th percentile | 5.3 |
| Maximum | 13.5 |
| Range | 13.3 |
| Interquartile range (IQR) | 1.4 |
Descriptive statistics
| Standard deviation | 1.19385278 |
|---|---|
| Coefficient of variation (CV) | 0.3721961681 |
| Kurtosis | 4.851664704 |
| Mean | 3.207590195 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 1.38697156 |
| Sum | 53521.85 |
| Variance | 1.425284459 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.9 | 714 | 3.5% |
| 3.1 | 712 | 3.5% |
| 2.7 | 708 | 3.5% |
| 3.2 | 688 | 3.4% |
| 2.8 | 678 | 3.3% |
| 2.6 | 655 | 3.2% |
| 3.3 | 623 | 3.1% |
| 3 | 619 | 3.0% |
| 2.5 | 605 | 3.0% |
| 3.4 | 579 | 2.8% |
| Other values (104) | 10105 | |
| (Missing) | 3650 | 17.9% |
| Value | Count | Frequency (%) |
| 0.2 | 1 | < 0.1% |
| 0.3 | 5 | < 0.1% |
| 0.4 | 3 | < 0.1% |
| 0.5 | 11 | 0.1% |
| 0.6 | 13 | 0.1% |
| 0.7 | 24 | 0.1% |
| 0.8 | 27 | 0.1% |
| 0.9 | 23 | 0.1% |
| 1 | 51 | |
| 1.1 | 75 |
| Value | Count | Frequency (%) |
| 13.5 | 1 | < 0.1% |
| 12.9 | 1 | < 0.1% |
| 12.4 | 1 | < 0.1% |
| 12.3 | 1 | < 0.1% |
| 12.2 | 2 | |
| 12.1 | 1 | < 0.1% |
| 11.2 | 1 | < 0.1% |
| 11.1 | 1 | < 0.1% |
| 11 | 3 | |
| 10.5 | 3 |
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 433 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.815108275 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3.5 |
| median | 3.8 |
| Q3 | 4.1 |
| 95-th percentile | 4.7 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 0.516029457 |
|---|---|
| Coefficient of variation (CV) | 0.1352594526 |
| Kurtosis | 1.755362517 |
| Mean | 3.815108275 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.4984364654 |
| Sum | 75932.1 |
| Variance | 0.2662864004 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.8 | 1780 | 8.8% |
| 3.7 | 1743 | 8.6% |
| 3.6 | 1665 | 8.2% |
| 3.9 | 1581 | 7.8% |
| 3.5 | 1427 | 7.0% |
| 4 | 1376 | 6.8% |
| 3.4 | 1258 | 6.2% |
| 4.1 | 1204 | 5.9% |
| 4.2 | 1019 | 5.0% |
| 3.3 | 966 | 4.8% |
| Other values (61) | 5884 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.8 | 2 | < 0.1% |
| 1.9 | 5 | < 0.1% |
| 2 | 4 | < 0.1% |
| 2.1 | 10 | < 0.1% |
| 2.2 | 6 | < 0.1% |
| 2.3 | 14 | |
| 2.4 | 26 |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 7.1 | 1 | < 0.1% |
| 6.9 | 1 | < 0.1% |
| 6.7 | 1 | < 0.1% |
| 6.5 | 3 | |
| 6.4 | 2 | < 0.1% |
| 6.3 | 2 | < 0.1% |
| 6.2 | 6 | |
| 6.1 | 2 | < 0.1% |
| 6 | 6 |
| Distinct | 206 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 14566 |
| Missing (%) | 71.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.586646447 |
| Minimum | 0.1 |
|---|---|
| Maximum | 45.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.4 |
| median | 0.7 |
| Q3 | 1.2 |
| 95-th percentile | 5.6 |
| Maximum | 45.9 |
| Range | 45.8 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 3.545279592 |
|---|---|
| Coefficient of variation (CV) | 2.234448385 |
| Kurtosis | 51.58048869 |
| Mean | 1.586646447 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 6.412716124 |
| Sum | 9154.95 |
| Variance | 12.56900739 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3 | 631 | 3.1% |
| 0.4 | 618 | 3.0% |
| 0.5 | 596 | 2.9% |
| 0.6 | 488 | 2.4% |
| 0.7 | 417 | 2.1% |
| 0.2 | 394 | 1.9% |
| 0.8 | 315 | 1.5% |
| 0.9 | 273 | 1.3% |
| 1 | 199 | 1.0% |
| 1.1 | 172 | 0.8% |
| Other values (196) | 1667 | 8.2% |
| (Missing) | 14566 |
| Value | Count | Frequency (%) |
| 0.1 | 88 | 0.4% |
| 0.2 | 394 | |
| 0.3 | 631 | |
| 0.4 | 618 | |
| 0.45 | 1 | < 0.1% |
| 0.5 | 596 | |
| 0.6 | 488 | |
| 0.7 | 417 | |
| 0.8 | 315 | |
| 0.9 | 273 |
| Value | Count | Frequency (%) |
| 45.9 | 1 | |
| 44.9 | 1 | |
| 44.1 | 1 | |
| 43.5 | 1 | |
| 43.2 | 1 | |
| 40.6 | 1 | |
| 40.1 | 2 | |
| 38.7 | 1 | |
| 36.3 | 1 | |
| 34.7 | 1 |
| Distinct | 182 |
|---|---|
| Distinct (%) | 37.2% |
| Missing | 19847 |
| Missing (%) | 97.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.40204499 |
| Minimum | 0.3 |
|---|---|
| Maximum | 48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.7 |
| median | 2.4 |
| Q3 | 9.9 |
| 95-th percentile | 32.12 |
| Maximum | 48 |
| Range | 47.7 |
| Interquartile range (IQR) | 9.2 |
Descriptive statistics
| Standard deviation | 10.40468427 |
|---|---|
| Coefficient of variation (CV) | 1.405649964 |
| Kurtosis | 3.102736102 |
| Mean | 7.40204499 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.917343008 |
| Sum | 3619.6 |
| Variance | 108.2574548 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3 | 44 | 0.2% |
| 0.4 | 30 | 0.1% |
| 0.5 | 25 | 0.1% |
| 0.8 | 23 | 0.1% |
| 0.6 | 21 | 0.1% |
| 0.7 | 18 | 0.1% |
| 1 | 15 | 0.1% |
| 0.9 | 11 | 0.1% |
| 1.2 | 7 | < 0.1% |
| 10.7 | 7 | < 0.1% |
| Other values (172) | 288 | 1.4% |
| (Missing) | 19847 |
| Value | Count | Frequency (%) |
| 0.3 | 44 | |
| 0.4 | 30 | |
| 0.5 | 25 | |
| 0.6 | 21 | |
| 0.7 | 18 | |
| 0.8 | 23 | |
| 0.9 | 11 | 0.1% |
| 1 | 15 | 0.1% |
| 1.1 | 6 | < 0.1% |
| 1.2 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 48 | 1 | |
| 46.5 | 1 | |
| 45 | 2 | |
| 44.8 | 1 | |
| 44.2 | 1 | |
| 43.5 | 1 | |
| 42.9 | 1 | |
| 41.5 | 1 | |
| 41 | 1 | |
| 39.9 | 1 |
| Distinct | 485 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 364 |
| Missing (%) | 1.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.55105848 |
| Minimum | 5.5 |
|---|---|
| Maximum | 66.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 5.5 |
|---|---|
| 5-th percentile | 21.8 |
| Q1 | 25.7 |
| median | 29 |
| Q3 | 33 |
| 95-th percentile | 39.1 |
| Maximum | 66.2 |
| Range | 60.7 |
| Interquartile range (IQR) | 7.3 |
Descriptive statistics
| Standard deviation | 5.415361492 |
|---|---|
| Coefficient of variation (CV) | 0.1832544 |
| Kurtosis | 0.4366050879 |
| Mean | 29.55105848 |
| Median Absolute Deviation (MAD) | 3.6 |
| Skewness | 0.4137097912 |
| Sum | 590193.74 |
| Variance | 29.32614009 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 285 | 1.4% |
| 28 | 228 | 1.1% |
| 27 | 226 | 1.1% |
| 25 | 219 | 1.1% |
| 29 | 199 | 1.0% |
| 30 | 199 | 1.0% |
| 24 | 191 | 0.9% |
| 23 | 190 | 0.9% |
| 26.5 | 161 | 0.8% |
| 27.8 | 161 | 0.8% |
| Other values (475) | 17913 | |
| (Missing) | 364 | 1.8% |
| Value | Count | Frequency (%) |
| 5.5 | 1 | |
| 7 | 1 | |
| 8.8 | 1 | |
| 9.4 | 1 | |
| 9.7 | 1 | |
| 10.3 | 1 | |
| 11 | 1 | |
| 11.5 | 1 | |
| 12.1 | 1 | |
| 12.2 | 1 |
| Value | Count | Frequency (%) |
| 66.2 | 1 | |
| 61.7 | 1 | |
| 60.3 | 2 | |
| 56.1 | 1 | |
| 55.3 | 1 | |
| 54.8 | 1 | |
| 54.1 | 1 | |
| 54 | 1 | |
| 53.8 | 2 | |
| 53 | 1 |
| Distinct | 205 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 507 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.16811286 |
| Minimum | 2.2 |
|---|---|
| Maximum | 20.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 2.2 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 8.9 |
| median | 10 |
| Q3 | 11.3 |
| 95-th percentile | 13.5 |
| Maximum | 20.3 |
| Range | 18.1 |
| Interquartile range (IQR) | 2.4 |
Descriptive statistics
| Standard deviation | 1.844816211 |
|---|---|
| Coefficient of variation (CV) | 0.1814315238 |
| Kurtosis | 0.2644858416 |
| Mean | 10.16811286 |
| Median Absolute Deviation (MAD) | 1.2 |
| Skewness | 0.3964761228 |
| Sum | 201623.51 |
| Variance | 3.403346852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.8 | 481 | 2.4% |
| 9.4 | 469 | 2.3% |
| 9.7 | 464 | 2.3% |
| 9.2 | 460 | 2.3% |
| 9.5 | 450 | 2.2% |
| 10 | 440 | 2.2% |
| 9.6 | 426 | 2.1% |
| 9 | 422 | 2.1% |
| 9.3 | 421 | 2.1% |
| 9.9 | 421 | 2.1% |
| Other values (195) | 15375 | |
| (Missing) | 507 | 2.5% |
| Value | Count | Frequency (%) |
| 2.2 | 1 | < 0.1% |
| 3.1 | 1 | < 0.1% |
| 3.2 | 2 | |
| 4 | 1 | < 0.1% |
| 4.05 | 1 | < 0.1% |
| 4.1 | 2 | |
| 4.2 | 2 | |
| 4.3 | 3 | |
| 4.4 | 1 | < 0.1% |
| 4.5 | 2 |
| Value | Count | Frequency (%) |
| 20.3 | 1 | < 0.1% |
| 19.3 | 2 | |
| 19.1 | 1 | < 0.1% |
| 18.6 | 1 | < 0.1% |
| 18.4 | 1 | < 0.1% |
| 18 | 2 | |
| 17.4 | 1 | < 0.1% |
| 17.1 | 3 | |
| 17 | 1 | < 0.1% |
| 16.9 | 2 |
| Distinct | 688 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 4496 |
| Missing (%) | 22.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.89517109 |
| Minimum | 12.5 |
|---|---|
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 12.5 |
|---|---|
| 5-th percentile | 22.3 |
| Q1 | 25.9 |
| median | 29.1 |
| Q3 | 33.9 |
| 95-th percentile | 50.7 |
| Maximum | 150 |
| Range | 137.5 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 11.61275924 |
|---|---|
| Coefficient of variation (CV) | 0.3640914548 |
| Kurtosis | 32.60193918 |
| Mean | 31.89517109 |
| Median Absolute Deviation (MAD) | 3.7 |
| Skewness | 4.498845459 |
| Sum | 505219.51 |
| Variance | 134.8561772 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27.7 | 155 | 0.8% |
| 27.6 | 145 | 0.7% |
| 28.1 | 140 | 0.7% |
| 27 | 136 | 0.7% |
| 28.5 | 135 | 0.7% |
| 26.7 | 133 | 0.7% |
| 28.6 | 133 | 0.7% |
| 26.2 | 133 | 0.7% |
| 28.7 | 132 | 0.6% |
| 26.6 | 131 | 0.6% |
| Other values (678) | 14467 | |
| (Missing) | 4496 | 22.1% |
| Value | Count | Frequency (%) |
| 12.5 | 1 | < 0.1% |
| 16.6 | 1 | < 0.1% |
| 17.1 | 3 | |
| 17.2 | 1 | < 0.1% |
| 17.3 | 1 | < 0.1% |
| 17.4 | 1 | < 0.1% |
| 17.5 | 1 | < 0.1% |
| 17.9 | 2 | |
| 18.1 | 3 | |
| 18.2 | 3 |
| Value | Count | Frequency (%) |
| 150 | 34 | |
| 145.9 | 1 | < 0.1% |
| 143.7 | 1 | < 0.1% |
| 142.1 | 1 | < 0.1% |
| 139 | 1 | < 0.1% |
| 137.8 | 1 | < 0.1% |
| 135.3 | 1 | < 0.1% |
| 131 | 1 | < 0.1% |
| 127.9 | 1 | < 0.1% |
| 127.2 | 1 | < 0.1% |
| Distinct | 429 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 625 |
| Missing (%) | 3.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.40438385 |
| Minimum | 0.1 |
|---|---|
| Maximum | 201.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 4.3 |
| Q1 | 7.2 |
| median | 9.6 |
| Q3 | 12.5 |
| 95-th percentile | 18.5 |
| Maximum | 201.6 |
| Range | 201.5 |
| Interquartile range (IQR) | 5.3 |
Descriptive statistics
| Standard deviation | 5.88137598 |
|---|---|
| Coefficient of variation (CV) | 0.5652786428 |
| Kurtosis | 174.8237677 |
| Mean | 10.40438385 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | 8.145523781 |
| Sum | 205080.81 |
| Variance | 34.59058341 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.5 | 229 | 1.1% |
| 9.4 | 225 | 1.1% |
| 8 | 219 | 1.1% |
| 9.3 | 217 | 1.1% |
| 7.2 | 216 | 1.1% |
| 8.9 | 215 | 1.1% |
| 7.7 | 214 | 1.1% |
| 8.8 | 213 | 1.0% |
| 8.4 | 213 | 1.0% |
| 7.4 | 213 | 1.0% |
| Other values (419) | 17537 | |
| (Missing) | 625 | 3.1% |
| Value | Count | Frequency (%) |
| 0.1 | 14 | |
| 0.2 | 10 | |
| 0.3 | 6 | |
| 0.4 | 6 | |
| 0.5 | 2 | < 0.1% |
| 0.6 | 4 | < 0.1% |
| 0.7 | 4 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.9 | 5 | < 0.1% |
| 1 | 8 |
| Value | Count | Frequency (%) |
| 201.6 | 1 | |
| 180.4 | 1 | |
| 168.6 | 1 | |
| 128.3 | 1 | |
| 126.2 | 1 | |
| 124.4 | 1 | |
| 120.5 | 1 | |
| 119.9 | 1 | |
| 116.5 | 1 | |
| 97.1 | 1 |
| Distinct | 644 |
|---|---|
| Distinct (%) | 25.1% |
| Missing | 17769 |
| Missing (%) | 87.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 292.9410206 |
| Minimum | 34 |
|---|---|
| Maximum | 1383 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 105.3 |
| Q1 | 176 |
| median | 242 |
| Q3 | 367 |
| 95-th percentile | 648 |
| Maximum | 1383 |
| Range | 1349 |
| Interquartile range (IQR) | 191 |
Descriptive statistics
| Standard deviation | 169.5769129 |
|---|---|
| Coefficient of variation (CV) | 0.5788773199 |
| Kurtosis | 2.436807156 |
| Mean | 292.9410206 |
| Median Absolute Deviation (MAD) | 85 |
| Skewness | 1.427978388 |
| Sum | 751979.6 |
| Variance | 28756.3294 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 217 | 19 | 0.1% |
| 214 | 18 | 0.1% |
| 151 | 17 | 0.1% |
| 185 | 17 | 0.1% |
| 202 | 15 | 0.1% |
| 183 | 15 | 0.1% |
| 210 | 14 | 0.1% |
| 203 | 14 | 0.1% |
| 242 | 14 | 0.1% |
| 180 | 14 | 0.1% |
| Other values (634) | 2410 | 11.9% |
| (Missing) | 17769 |
| Value | Count | Frequency (%) |
| 34 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 52.5 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 58 | 1 | < 0.1% |
| 59 | 5 | |
| 60 | 1 | < 0.1% |
| 61 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1383 | 1 | |
| 1246 | 1 | |
| 1161 | 1 | |
| 1030 | 1 | |
| 976 | 1 | |
| 960 | 1 | |
| 956 | 1 | |
| 946 | 1 | |
| 910 | 1 | |
| 904 | 1 |
| Distinct | 704 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 585 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 195.8909675 |
| Minimum | 5 |
|---|---|
| Maximum | 1592 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 129 |
| median | 178 |
| Q3 | 241 |
| 95-th percentile | 379 |
| Maximum | 1592 |
| Range | 1587 |
| Interquartile range (IQR) | 112 |
Descriptive statistics
| Standard deviation | 103.0525545 |
|---|---|
| Coefficient of variation (CV) | 0.5260709862 |
| Kurtosis | 9.396094818 |
| Mean | 195.8909675 |
| Median Absolute Deviation (MAD) | 55 |
| Skewness | 1.94562446 |
| Sum | 3869042.5 |
| Variance | 10619.82898 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 160 | 133 | 0.7% |
| 195 | 122 | 0.6% |
| 172 | 119 | 0.6% |
| 179 | 119 | 0.6% |
| 158 | 112 | 0.6% |
| 170 | 112 | 0.6% |
| 156 | 110 | 0.5% |
| 125 | 110 | 0.5% |
| 188 | 109 | 0.5% |
| 157 | 109 | 0.5% |
| Other values (694) | 18596 | |
| (Missing) | 585 | 2.9% |
| Value | Count | Frequency (%) |
| 5 | 5 | |
| 6 | 2 | < 0.1% |
| 7 | 5 | |
| 8 | 1 | < 0.1% |
| 9 | 3 | |
| 10 | 3 | |
| 11 | 3 | |
| 12 | 7 | |
| 13 | 5 | |
| 14 | 4 |
| Value | Count | Frequency (%) |
| 1592 | 1 | |
| 1421 | 1 | |
| 1343 | 1 | |
| 1262 | 1 | |
| 1142 | 1 | |
| 1024 | 1 | |
| 1007 | 1 | |
| 992 | 1 | |
| 984 | 1 | |
| 961 | 1 |
Age
Real number (ℝ≥0)
| Distinct | 5971 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.6216129 |
| Minimum | 18.11 |
|---|---|
| Maximum | 89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 18.11 |
|---|---|
| 5-th percentile | 30.8475 |
| Q1 | 52.29 |
| median | 64.67 |
| Q3 | 75.66 |
| 95-th percentile | 84.95 |
| Maximum | 89 |
| Range | 70.89 |
| Interquartile range (IQR) | 23.37 |
Descriptive statistics
| Standard deviation | 16.23615352 |
|---|---|
| Coefficient of variation (CV) | 0.2592739594 |
| Kurtosis | -0.2520549698 |
| Mean | 62.6216129 |
| Median Absolute Deviation (MAD) | 11.61 |
| Skewness | -0.5902903968 |
| Sum | 1273473.12 |
| Variance | 263.6126812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65.82 | 13 | 0.1% |
| 69.68 | 12 | 0.1% |
| 61.08 | 12 | 0.1% |
| 68.17 | 12 | 0.1% |
| 65.47 | 12 | 0.1% |
| 71.37 | 12 | 0.1% |
| 68.37 | 11 | 0.1% |
| 69.58 | 11 | 0.1% |
| 78.42 | 11 | 0.1% |
| 60.88 | 11 | 0.1% |
| Other values (5961) | 20219 |
| Value | Count | Frequency (%) |
| 18.11 | 3 | |
| 18.13 | 1 | < 0.1% |
| 18.14 | 2 | |
| 18.15 | 1 | < 0.1% |
| 18.18 | 1 | < 0.1% |
| 18.24 | 1 | < 0.1% |
| 18.32 | 1 | < 0.1% |
| 18.34 | 1 | < 0.1% |
| 18.35 | 2 | |
| 18.36 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 89 | 1 | < 0.1% |
| 88.99 | 1 | < 0.1% |
| 88.98 | 2 | < 0.1% |
| 88.97 | 4 | |
| 88.96 | 1 | < 0.1% |
| 88.95 | 4 | |
| 88.94 | 2 | < 0.1% |
| 88.93 | 1 | < 0.1% |
| 88.92 | 5 | |
| 88.9 | 4 |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 159.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 20336 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 11834 | |
| 0 | 8502 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 11834 | |
| 0 | 8502 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 11834 | |
| 0 | 8502 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11834 | |
| 0 | 8502 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 11834 | |
| 0 | 8502 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 11834 | |
| 0 | 8502 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9522 |
| Missing (%) | 46.8% |
| Memory size | 159.0 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 32442 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 5470 | |
| 1.0 | 5344 | |
| (Missing) | 9522 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 5470 | |
| 1.0 | 5344 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16284 | |
| . | 10814 | |
| 1 | 5344 | 16.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 21628 | |
| Other Punctuation | 10814 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16284 | |
| 1 | 5344 | 24.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 10814 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32442 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16284 | |
| . | 10814 | |
| 1 | 5344 | 16.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32442 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16284 | |
| . | 10814 | |
| 1 | 5344 | 16.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9522 |
| Missing (%) | 46.8% |
| Memory size | 159.0 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 32442 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 5470 | |
| 0.0 | 5344 | |
| (Missing) | 9522 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 5470 | |
| 0.0 | 5344 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16158 | |
| . | 10814 | |
| 1 | 5470 | 16.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 21628 | |
| Other Punctuation | 10814 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16158 | |
| 1 | 5470 | 25.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 10814 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32442 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16158 | |
| . | 10814 | |
| 1 | 5470 | 16.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32442 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16158 | |
| . | 10814 | |
| 1 | 5470 | 16.9% |
HospAdmTime
Real number (ℝ)
| Distinct | 7152 |
|---|---|
| Distinct (%) | 35.2% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -48.67841062 |
| Minimum | -3710.66 |
|---|---|
| Maximum | 23.99 |
| Zeros | 168 |
| Zeros (%) | 0.8% |
| Negative | 19912 |
| Negative (%) | 97.9% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | -3710.66 |
|---|---|
| 5-th percentile | -236.12 |
| Q1 | -34.135 |
| median | -2.77 |
| Q3 | -0.02 |
| 95-th percentile | -0.01 |
| Maximum | 23.99 |
| Range | 3734.65 |
| Interquartile range (IQR) | 34.115 |
Descriptive statistics
| Standard deviation | 143.6833182 |
|---|---|
| Coefficient of variation (CV) | -2.951684666 |
| Kurtosis | 123.0885825 |
| Mean | -48.67841062 |
| Median Absolute Deviation (MAD) | 2.75 |
| Skewness | -8.542504055 |
| Sum | -989875.48 |
| Variance | 20644.89593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.02 | 3749 | 18.4% |
| -0.03 | 2290 | 11.3% |
| -0.01 | 1114 | 5.5% |
| -0.04 | 658 | 3.2% |
| -0.05 | 314 | 1.5% |
| 0 | 168 | 0.8% |
| -0.06 | 136 | 0.7% |
| -0.07 | 82 | 0.4% |
| -0.08 | 40 | 0.2% |
| -0.09 | 32 | 0.2% |
| Other values (7142) | 11752 |
| Value | Count | Frequency (%) |
| -3710.66 | 1 | |
| -3322.9 | 1 | |
| -3269.1 | 1 | |
| -3212.56 | 1 | |
| -3141.55 | 1 | |
| -2668.77 | 1 | |
| -2562.53 | 1 | |
| -2506.69 | 1 | |
| -2476.58 | 1 | |
| -2379.76 | 1 |
| Value | Count | Frequency (%) |
| 23.99 | 1 | |
| 22.04 | 1 | |
| 20.04 | 1 | |
| 17.34 | 1 | |
| 16.02 | 1 | |
| 14.65 | 1 | |
| 14.21 | 1 | |
| 14 | 1 | |
| 11.94 | 1 | |
| 10.99 | 1 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.916256884 |
| Minimum | 1 |
|---|---|
| Maximum | 304 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 304 |
| Range | 303 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.852074093 |
|---|---|
| Coefficient of variation (CV) | 2.010207569 |
| Kurtosis | 4370.912417 |
| Mean | 1.916256884 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 59.42175818 |
| Sum | 38969 |
| Variance | 14.83847482 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 12839 | |
| 2 | 3388 | 16.7% |
| 3 | 1678 | 8.3% |
| 4 | 1003 | 4.9% |
| 5 | 576 | 2.8% |
| 6 | 369 | 1.8% |
| 7 | 208 | 1.0% |
| 8 | 109 | 0.5% |
| 9 | 60 | 0.3% |
| 10 | 29 | 0.1% |
| Other values (21) | 77 | 0.4% |
| Value | Count | Frequency (%) |
| 1 | 12839 | |
| 2 | 3388 | 16.7% |
| 3 | 1678 | 8.3% |
| 4 | 1003 | 4.9% |
| 5 | 576 | 2.8% |
| 6 | 369 | 1.8% |
| 7 | 208 | 1.0% |
| 8 | 109 | 0.5% |
| 9 | 60 | 0.3% |
| 10 | 29 | 0.1% |
| Value | Count | Frequency (%) |
| 304 | 1 | < 0.1% |
| 282 | 1 | < 0.1% |
| 269 | 1 | < 0.1% |
| 30 | 4 | |
| 28 | 1 | < 0.1% |
| 27 | 2 | |
| 26 | 2 | |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 4 |
SepsisLabel
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 159.0 KiB |
| 0 | |
|---|---|
| 1 | 203 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 20336 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 20133 | |
| 1 | 203 | 1.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 20133 | |
| 1 | 203 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 20133 | |
| 1 | 203 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 20133 | |
| 1 | 203 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 20133 | |
| 1 | 203 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 20133 | |
| 1 | 203 | 1.0% |
Sepsis
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 159.0 KiB |
| 0 | |
|---|---|
| 1 | 1790 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 20336 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 18546 | |
| 1 | 1790 | 8.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 18546 | |
| 1 | 1790 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18546 | |
| 1 | 1790 | 8.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 18546 | |
| 1 | 1790 | 8.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 18546 | |
| 1 | 1790 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 18546 | |
| 1 | 1790 | 8.8% |
Hours
Real number (ℝ≥0)
| Distinct | 228 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.85793666 |
| Minimum | 8 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 159.0 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 25 |
| median | 39 |
| Q3 | 47 |
| 95-th percentile | 58 |
| Maximum | 336 |
| Range | 328 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 22.30865867 |
|---|---|
| Coefficient of variation (CV) | 0.5741081639 |
| Kurtosis | 40.49091179 |
| Mean | 38.85793666 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 4.703211094 |
| Sum | 790215 |
| Variance | 497.6762517 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 700 | 3.4% |
| 39 | 665 | 3.3% |
| 38 | 656 | 3.2% |
| 40 | 634 | 3.1% |
| 41 | 632 | 3.1% |
| 37 | 632 | 3.1% |
| 43 | 600 | 3.0% |
| 42 | 597 | 2.9% |
| 44 | 580 | 2.9% |
| 46 | 560 | 2.8% |
| Other values (218) | 14080 |
| Value | Count | Frequency (%) |
| 8 | 124 | 0.6% |
| 9 | 122 | 0.6% |
| 10 | 95 | 0.5% |
| 11 | 114 | 0.6% |
| 12 | 121 | 0.6% |
| 13 | 145 | |
| 14 | 194 | |
| 15 | 231 | |
| 16 | 274 | |
| 17 | 348 |
| Value | Count | Frequency (%) |
| 336 | 5 | |
| 335 | 1 | < 0.1% |
| 334 | 1 | < 0.1% |
| 330 | 1 | < 0.1% |
| 328 | 1 | < 0.1% |
| 305 | 2 | < 0.1% |
| 297 | 1 | < 0.1% |
| 286 | 1 | < 0.1% |
| 279 | 1 | < 0.1% |
| 277 | 1 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 76.0 | 85.0 | 36.11 | 78.0 | 44.00 | NaN | 17.0 | NaN | 18.0 | 45.0 | 0.25 | 7.31 | 86.0 | 78.0 | 16.0 | 14.0 | 98.0 | 9.3 | 85.0 | 0.7 | NaN | 133.0 | NaN | 2.0 | 3.3 | 3.8 | 0.3 | NaN | 36.2 | 12.2 | NaN | 5.7 | NaN | 317.0 | 83.14 | 0 | NaN | NaN | -0.03 | 1 | 0 | 0 | 54 |
| 1 | 2 | 54.0 | 94.0 | 36.00 | 114.0 | 50.50 | 36.0 | 9.0 | NaN | NaN | 22.0 | NaN | NaN | NaN | NaN | NaN | 100.0 | NaN | 7.9 | 113.0 | 2.5 | NaN | 78.0 | NaN | 2.5 | 4.4 | 5.1 | NaN | NaN | 27.8 | 9.7 | NaN | 11.0 | NaN | 158.0 | 75.91 | 0 | 0.0 | 1.0 | -98.60 | 1 | 0 | 0 | 23 |
| 2 | 3 | 68.0 | 91.0 | 36.89 | 122.0 | 62.67 | 44.0 | 17.0 | NaN | 5.0 | 29.0 | 0.50 | 7.49 | 38.0 | NaN | NaN | 25.0 | NaN | 10.9 | 98.0 | 0.8 | NaN | 51.0 | NaN | 2.4 | 2.3 | 3.4 | NaN | NaN | 26.2 | 8.8 | 29.5 | 8.3 | NaN | 465.0 | 45.82 | 0 | 1.0 | 0.0 | -1195.71 | 1 | 0 | 0 | 48 |
| 3 | 4 | 93.0 | 95.5 | 36.06 | 90.0 | 34.00 | 44.0 | 14.0 | NaN | 0.0 | 22.0 | NaN | 7.36 | 41.0 | 97.5 | NaN | 14.0 | NaN | 8.2 | 105.0 | 0.8 | NaN | 69.0 | NaN | 1.7 | 3.8 | 4.0 | NaN | NaN | 24.0 | 8.3 | 21.3 | 7.6 | NaN | 144.0 | 65.71 | 0 | 0.0 | 1.0 | -8.77 | 1 | 0 | 0 | 29 |
| 4 | 5 | 61.0 | 96.0 | 36.22 | 114.0 | 73.00 | NaN | 14.0 | NaN | NaN | 24.0 | NaN | NaN | NaN | NaN | 16.0 | 6.0 | 62.0 | 7.8 | 105.0 | 0.6 | NaN | 103.0 | NaN | 1.9 | 2.8 | 3.1 | 0.5 | NaN | 39.7 | 14.2 | 29.0 | 4.7 | NaN | 273.0 | 28.09 | 1 | 1.0 | 0.0 | -0.05 | 2 | 0 | 0 | 48 |
| 5 | 6 | 87.0 | 95.0 | 36.33 | 101.0 | 73.00 | NaN | 18.5 | NaN | 0.0 | 29.0 | 0.40 | 7.34 | 47.0 | NaN | NaN | 9.0 | NaN | NaN | 111.0 | 0.7 | NaN | 68.0 | 1.4 | NaN | NaN | 3.8 | NaN | NaN | 36.9 | 12.2 | NaN | 12.0 | NaN | 298.0 | 52.01 | 1 | 1.0 | 0.0 | -0.03 | 3 | 0 | 0 | 17 |
| 6 | 7 | 103.0 | 93.0 | 37.28 | 91.0 | 59.00 | 45.0 | 12.0 | NaN | -12.0 | 13.0 | 0.40 | 7.22 | 23.0 | NaN | 452.0 | 52.0 | 88.0 | 5.9 | 111.0 | 3.5 | NaN | 71.0 | 2.2 | 1.6 | 0.9 | 2.8 | 1.4 | NaN | 36.7 | 14.5 | 25.4 | 7.2 | NaN | 26.0 | 64.24 | 1 | 1.0 | 0.0 | -0.05 | 1 | 0 | 0 | 45 |
| 7 | 8 | 65.0 | 79.0 | 35.67 | 89.0 | 57.00 | 40.0 | 12.0 | NaN | -11.0 | 15.0 | NaN | 7.27 | 22.0 | NaN | NaN | 27.0 | NaN | 7.4 | 105.0 | 1.1 | NaN | 84.0 | 0.8 | 1.8 | 2.7 | 3.2 | NaN | NaN | 25.0 | 8.6 | NaN | 9.0 | NaN | 205.0 | 87.08 | 1 | NaN | NaN | -2.23 | 1 | 0 | 0 | 40 |
| 8 | 9 | 85.0 | 89.5 | 35.33 | 78.0 | 56.00 | 44.0 | 13.0 | NaN | -7.0 | 23.0 | 0.35 | 7.13 | 32.0 | 74.0 | NaN | 11.0 | NaN | 7.4 | 103.0 | 0.7 | NaN | 87.0 | 0.8 | 1.1 | 1.7 | 3.0 | NaN | NaN | 21.8 | 7.3 | 24.2 | 3.9 | 124.0 | 64.0 | 27.92 | 1 | NaN | NaN | -0.03 | 1 | 0 | 1 | 258 |
| 9 | 10 | 63.0 | 90.0 | 35.50 | 97.0 | 63.00 | 47.0 | 10.0 | NaN | -3.0 | 23.0 | 0.40 | 7.32 | 37.0 | 96.0 | NaN | 17.0 | NaN | NaN | 105.0 | 0.9 | NaN | 92.0 | 1.1 | 2.1 | NaN | 3.7 | NaN | NaN | 27.9 | 9.5 | 29.9 | 8.7 | NaN | 107.0 | 76.71 | 0 | 0.0 | 1.0 | -2.36 | 3 | 0 | 0 | 23 |
Last rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20326 | 20634 | 70.0 | 94.0 | 34.60 | 89.0 | 60.0 | 44.0 | 10.0 | NaN | 0.0 | 27.0 | 0.4 | 7.34 | 39.0 | 75.0 | NaN | 15.0 | NaN | NaN | 111.0 | 0.6 | NaN | 70.0 | NaN | 2.2 | NaN | 3.8 | NaN | NaN | 25.5 | 9.4 | 26.4 | 8.3 | NaN | 223.0 | 57.26 | 1 | 0.0 | 1.0 | -2.90 | 3 | 0 | 0 | 20 |
| 20327 | 20635 | 53.0 | 92.0 | 36.33 | 112.0 | 63.0 | 53.0 | 10.0 | NaN | 0.0 | 24.0 | NaN | 7.41 | 37.0 | NaN | NaN | 12.0 | NaN | 7.8 | 110.0 | 0.8 | NaN | 96.0 | 1.0 | 1.8 | 2.2 | 3.7 | NaN | NaN | 28.7 | 10.1 | 34.5 | 9.0 | NaN | 301.0 | 56.75 | 1 | NaN | NaN | -0.01 | 2 | 0 | 0 | 42 |
| 20328 | 20636 | 60.0 | 94.0 | 35.61 | 88.5 | 56.0 | 37.0 | 9.0 | NaN | 0.0 | 22.0 | 0.4 | 7.33 | 41.0 | 74.0 | 1033.0 | 32.0 | 204.0 | NaN | 102.0 | 1.2 | NaN | 76.0 | NaN | 1.5 | NaN | 4.4 | 1.8 | NaN | 27.3 | 9.5 | 38.3 | 4.6 | NaN | 183.0 | 82.36 | 0 | 0.0 | 1.0 | 0.32 | 5 | 0 | 0 | 43 |
| 20329 | 20637 | 61.0 | 85.0 | 35.00 | 90.0 | 46.0 | 54.0 | 7.0 | NaN | -9.0 | 13.0 | 0.3 | 7.23 | 36.0 | NaN | NaN | 44.0 | NaN | 7.2 | 86.0 | 3.5 | NaN | 70.0 | 0.6 | 1.4 | 4.6 | 4.1 | NaN | NaN | 26.3 | 8.6 | 35.5 | 4.3 | NaN | 170.0 | 60.66 | 1 | 1.0 | 0.0 | -0.02 | 2 | 0 | 1 | 142 |
| 20330 | 20638 | 65.0 | 92.0 | 35.78 | 113.0 | 75.0 | 56.0 | 14.0 | NaN | NaN | 26.0 | NaN | NaN | NaN | NaN | NaN | 17.0 | NaN | 9.1 | 102.0 | 1.3 | NaN | 98.0 | NaN | 2.0 | 3.5 | 3.6 | NaN | NaN | 37.7 | 13.0 | 24.8 | 6.5 | NaN | 176.0 | 68.38 | 1 | NaN | NaN | -0.02 | 2 | 0 | 0 | 41 |
| 20331 | 20639 | 74.0 | 97.0 | 35.72 | 90.0 | 58.5 | NaN | 16.0 | NaN | NaN | 19.0 | NaN | NaN | NaN | NaN | 80.0 | 32.0 | 154.0 | 8.2 | 105.0 | 0.8 | NaN | 89.0 | NaN | 1.6 | 4.0 | 4.1 | 3.1 | NaN | 27.4 | 9.7 | 33.4 | 18.1 | 263.0 | 12.0 | 59.14 | 1 | 1.0 | 0.0 | -0.02 | 1 | 0 | 0 | 26 |
| 20332 | 20640 | 71.0 | 93.0 | 36.10 | 107.5 | 65.5 | 49.0 | 8.0 | NaN | -7.0 | 20.0 | 0.5 | 7.26 | 35.0 | 95.0 | NaN | 15.0 | NaN | 7.7 | 106.0 | 0.7 | NaN | 101.0 | NaN | 1.9 | NaN | 3.6 | NaN | NaN | 26.9 | 9.7 | 35.4 | 14.3 | NaN | 134.0 | 74.53 | 0 | 0.0 | 1.0 | -59.09 | 3 | 0 | 0 | 25 |
| 20333 | 20641 | 76.0 | 94.0 | 36.67 | 93.0 | 50.0 | 45.0 | 12.0 | NaN | NaN | 30.0 | NaN | NaN | NaN | NaN | NaN | 16.0 | NaN | 8.7 | 96.0 | 0.7 | NaN | 101.0 | NaN | 2.2 | 3.3 | 3.4 | NaN | NaN | 32.4 | 11.1 | 23.0 | 8.1 | NaN | 291.0 | 33.01 | 1 | NaN | NaN | -0.01 | 6 | 0 | 0 | 21 |
| 20334 | 20642 | 79.0 | 96.0 | 35.67 | 83.0 | 58.0 | 43.0 | 11.0 | NaN | 0.0 | 26.0 | 0.4 | 7.45 | 34.0 | 99.0 | NaN | 12.0 | NaN | 8.8 | 105.0 | 0.4 | NaN | 117.0 | NaN | 1.9 | 3.9 | 3.7 | NaN | NaN | 30.8 | 10.3 | 27.4 | 7.3 | NaN | 247.0 | 69.80 | 0 | NaN | NaN | -10.58 | 1 | 0 | 0 | 42 |
| 20335 | 20643 | 79.0 | 88.0 | 36.06 | 108.0 | 42.5 | 61.0 | 16.0 | NaN | -6.0 | 25.0 | 0.4 | 7.16 | 34.0 | 85.0 | 90.0 | 15.0 | 107.0 | 8.1 | 102.0 | 1.5 | NaN | 107.0 | 1.6 | 1.6 | 3.5 | 3.5 | 0.5 | NaN | 27.8 | 10.6 | 26.1 | 11.8 | NaN | 284.0 | 62.29 | 1 | NaN | NaN | -0.03 | 3 | 0 | 1 | 33 |